{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.600\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.400\n",
      "split : dim 1, thresh 0.89, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 0.89, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 1, thresh 1.11, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.11, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.22, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.22, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.33, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.33, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.44, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.44, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.55, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.55, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.66, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.66, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.77, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.77, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.88, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.88, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.99, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.99, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.600\n",
      "split : dim 1, thresh 2.10, thresh ineqal: morethan, the weight error is 0.400\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "({'dim': 0, 'thresh': 1.3, 'ineq': 'lessthan'}, matrix([[0.2]]), array([[-1.],\n",
       "        [ 1.],\n",
       "        [-1.],\n",
       "        [-1.],\n",
       "        [ 1.]]))"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np;\n",
    "\n",
    "def loadSimpleData():\n",
    "    datMat = np.matrix([[1. , 2.1],\n",
    "                        [2. , 1.1],\n",
    "                        [1.3, 1. ],\n",
    "                        [1. , 1. ],\n",
    "                        [2. , 1. ]])\n",
    "    classLabels = [1.0, 1.0, -1.0, -1.0, 1.0]\n",
    "    return datMat, classLabels\n",
    "    \n",
    "def stumpClassify(dataMatrix, dimen, threshVal, threshIneq): #数据，第几列特征，阈值，大于或小于\n",
    "    retArray = np.ones((np.shape(dataMatrix)[0], 1)) \n",
    "    if threshIneq == 'lessthan': #将小于阈值的点分为-1类\n",
    "        retArray[dataMatrix[:, dimen] <= threshVal] = -1.0\n",
    "    else:  #将大于阈值的点分为-1类\n",
    "        retArray[dataMatrix[:, dimen] > threshVal] = -1.0\n",
    "    return retArray\n",
    "\n",
    "def buildStump(dataArr, classLabels, D):#D为数据初始权重数组\n",
    "    dataMatrix = np.mat(dataArr)\n",
    "    labelMat = np.mat(classLabels).T\n",
    "    m, n = np.shape(dataMatrix)\n",
    "    numSteps = 10.0\n",
    "    bestStump = {}\n",
    "    bestClasEst = np.mat(np.zeros((m, 1)))\n",
    "    minError = float(\"inf\")#float(inf)为正无穷\n",
    "    for i in range(n): #针对数据的第i列数据分类，即针对数据的第i个特征\n",
    "        rangeMin = dataMatrix[:, i].min()#取出第i数据最小值\n",
    "        rangeMax = dataMatrix[:, i].max()#取出第i数据最大值\n",
    "        stepSize = (rangeMax - rangeMin) / numSteps #得到步长\n",
    "        for j in range(-1, int(numSteps) + 1): #第一层循环阈值逐渐按步长增加\n",
    "            for inequal in ['lessthan', 'morethan']: \n",
    "                threshVal = (rangeMin + float(j) * stepSize)\n",
    "                predictedVals = stumpClassify(dataMatrix, i, threshVal, inequal)\n",
    "                errArr = np.mat(np.ones((m, 1)))\n",
    "                errArr[predictedVals == labelMat] = 0 #错误数组，元素中如果分对就为0，不对为1\n",
    "                weightedError = D.T * errArr #权重乘以错误数组可得加权错误率\n",
    "                print(\"split : dim %d, thresh %.2f, thresh ineqal: %s, the weight error is %.3f\" %(i, threshVal, inequal, weightedError))\n",
    "                if weightedError < minError:\n",
    "                    minError = weightedError\n",
    "                    bestClasEst = predictedVals.copy()\n",
    "                    bestStump['dim'] = i\n",
    "                    bestStump['thresh'] = threshVal\n",
    "                    bestStump['ineq'] = inequal\n",
    "    return bestStump, minError, bestClasEst\n",
    "\n",
    "D = np.mat(np.ones((5, 1)) / 5)\n",
    "datMat, classLabels = loadSimpleData()\n",
    "buildStump(datMat, classLabels, D)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.600\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.400\n",
      "split : dim 1, thresh 0.89, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 0.89, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.200\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.800\n",
      "split : dim 1, thresh 1.11, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.11, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.22, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.22, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.33, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.33, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.44, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.44, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.55, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.55, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.66, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.66, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.77, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.77, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.88, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.88, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 1.99, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 1, thresh 1.99, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 1, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.600\n",
      "split : dim 1, thresh 2.10, thresh ineqal: morethan, the weight error is 0.400\n",
      "total error:  0.2 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.750\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.250\n",
      "split : dim 1, thresh 0.89, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 0.89, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.125\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.875\n",
      "split : dim 1, thresh 1.11, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.11, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.22, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.22, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.33, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.33, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.44, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.44, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.55, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.55, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.66, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.66, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.77, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.77, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.88, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.88, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 1.99, thresh ineqal: lessthan, the weight error is 0.250\n",
      "split : dim 1, thresh 1.99, thresh ineqal: morethan, the weight error is 0.750\n",
      "split : dim 1, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.750\n",
      "split : dim 1, thresh 2.10, thresh ineqal: morethan, the weight error is 0.250\n",
      "total error:  0.2 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.143\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.857\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.357\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.643\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.357\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.643\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.357\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.643\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.286\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.714\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.286\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.714\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.286\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.714\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.286\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.714\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.286\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.714\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.286\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.714\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.286\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.714\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.857\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.143\n",
      "split : dim 1, thresh 0.89, thresh ineqal: lessthan, the weight error is 0.143\n",
      "split : dim 1, thresh 0.89, thresh ineqal: morethan, the weight error is 0.857\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 1, thresh 1.11, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.11, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 1.22, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.22, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 1.33, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.33, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 1.44, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.44, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 1.55, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.55, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 1.66, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.66, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 1.77, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.77, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 1.88, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.88, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 1.99, thresh ineqal: lessthan, the weight error is 0.571\n",
      "split : dim 1, thresh 1.99, thresh ineqal: morethan, the weight error is 0.429\n",
      "split : dim 1, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.857\n",
      "split : dim 1, thresh 2.10, thresh ineqal: morethan, the weight error is 0.143\n",
      "total error:  0.0 \n",
      "\n",
      "weakClassArr [{'dim': 0, 'thresh': 1.3, 'ineq': 'lessthan', 'alpha': 0.6931471805599453}, {'dim': 1, 'thresh': 1.0, 'ineq': 'lessthan', 'alpha': 0.9729550745276565}, {'dim': 0, 'thresh': 0.9, 'ineq': 'lessthan', 'alpha': 0.8958797346140273}]\n"
     ]
    }
   ],
   "source": [
    "def adaBoostTrainDS(dataArr, classLabels, numIt = 40):\n",
    "    weakClassArr = [] #弱分类器数组\n",
    "    m = np.shape(dataArr)[0]\n",
    "    D = np.mat(np.ones((m ,1)) / m)\n",
    "    aggClassEst = np.mat(np.zeros((m ,1)))#记录每个数据点的类别估计累计值\n",
    "    for i in range(numIt):\n",
    "        bestStump, error, classEst = buildStump(dataArr, classLabels, D) #找出最好的分类决策树bestStump,加权错误率error以及分类结果数组classEst\n",
    "        alpha = float(0.5 * np.log((1.0 - error) / max(error, 1e-16)))#算出alpha值\n",
    "        bestStump['alpha'] = alpha #给bestStump字典添加一个key为‘alpha’\n",
    "        weakClassArr.append(bestStump) #将bestStump该决策树添加到weakClassArr数组中\n",
    "        expon = np.multiply(-1 * alpha * np.mat(classLabels).T, classEst)#算出-a/a\n",
    "        D = np.multiply(D, np.exp(expon))#算出D*exp(-a/a)\n",
    "        D = D / D.sum() #算出D*exp（-a/a） /sum(D)\n",
    "        aggClassEst += alpha * classEst \n",
    "        #np.sign(a)，返回数组中各元素的正负符号，用1和-1表示，np.sign(aggClassEst)将根据aggClassEst将数据分为+1类或-1类，\n",
    "        aggErrors = np.multiply(np.sign(aggClassEst) != np.mat(classLabels).T, np.ones((m, 1)))#aggError数组中，分对的为1，分为为0\n",
    "        errorRate = aggErrors.sum() / m\n",
    "        print(\"total error: \", errorRate, \"\\n\")\n",
    "        if errorRate == 0.0:\n",
    "            break\n",
    "    print('weakClassArr', weakClassArr)\n",
    "    return weakClassArr\n",
    "\n",
    "classifierArray = adaBoostTrainDS(datMat, classLabels, 9) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total error:  0.2 \n",
      "\n",
      "total error:  0.2 \n",
      "\n",
      "total error:  0.0 \n",
      "\n",
      "weakClassArr [{'dim': 0, 'thresh': 1.3, 'ineq': 'lessthan', 'alpha': 0.6931471805599453}, {'dim': 1, 'thresh': 1.0, 'ineq': 'lessthan', 'alpha': 0.9729550745276565}, {'dim': 0, 'thresh': 0.9, 'ineq': 'lessthan', 'alpha': 0.8958797346140273}]\n",
      "aaa [{'dim': 0, 'thresh': 1.3, 'ineq': 'lessthan', 'alpha': 0.6931471805599453}, {'dim': 1, 'thresh': 1.0, 'ineq': 'lessthan', 'alpha': 0.9729550745276565}, {'dim': 0, 'thresh': 0.9, 'ineq': 'lessthan', 'alpha': 0.8958797346140273}]\n",
      "[0, 0]\n",
      "classEst [[-1.]]\n",
      "aggClassEst [[-0.69314718]]\n",
      "classEst [[-1.]]\n",
      "aggClassEst [[-1.66610226]]\n",
      "classEst [[-1.]]\n",
      "aggClassEst [[-2.56198199]]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "matrix([[-1.]])"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def adaClassify(datToClass, classifierArr):#datToClass为要分类的数据，classifierArr为分类器集合\n",
    "    dataMatrix = np.mat(datToClass)#将datToClass转为矩阵便于之后矩阵运算\n",
    "    m = np.shape(dataMatrix)[0] #m为矩阵行数即要分类的点的数量\n",
    "    aggClassEst = np.mat(np.zeros((m, 1)))\n",
    "    for i in range(len(classifierArr)):#for循环依次将数据矩阵和分类器集合的每一个分类器输入到stumClassify（）中进行分类\n",
    "        classEst = stumpClassify(dataMatrix, classifierArr[i]['dim'], classifierArr[i]['thresh'], classifierArr[i]['ineq'])\n",
    "        aggClassEst += classifierArr[i]['alpha'] * classEst #将每一个分类器分类的结果乘上分类器的权值再求总和得到加权分类结果\n",
    "    return np.sign(aggClassEst) #将加权分类结果输入到sign（）中得出它的最终分类\n",
    "\n",
    "datArr, labelArr = loadSimpleData()\n",
    "classifierArr = adaBoostTrainDS(datArr, labelArr, 30)\n",
    "adaClassify([0, 0], classifierArr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.378\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.622\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.368\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.632\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.401\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.599\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.642\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.358\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.692\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.308\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.635\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.365\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.605\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.395\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.605\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.395\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.599\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.401\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.418\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.582\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.428\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.572\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.569\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.431\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.572\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.428\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.569\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.431\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.582\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.418\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.589\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.411\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.585\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.415\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.666\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.334\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.666\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.334\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.666\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.334\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.612\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.388\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.612\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.388\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.435\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.565\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.435\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.565\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.435\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.565\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.676\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.324\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.676\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.324\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.679\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.321\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.679\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.321\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.679\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.321\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.615\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.385\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.615\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.385\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.435\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.565\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.435\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.565\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.659\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.341\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.702\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.298\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.702\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.298\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.666\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.334\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.666\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.334\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.622\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.378\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.682\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.318\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.682\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.318\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.682\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.318\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.448\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.552\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.448\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.552\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.555\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.445\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.555\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.445\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.579\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.421\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.579\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.421\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.716\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.284\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.716\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.284\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.656\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.344\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.656\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.344\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.652\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.348\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.652\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.348\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.582\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.418\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.582\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.418\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.679\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.321\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.679\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.321\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.679\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.321\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.635\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.365\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.635\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.365\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.635\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.365\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.635\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.365\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.635\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.365\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.612\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.388\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.612\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.388\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.609\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.391\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.612\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.388\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.622\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.378\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.619\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.381\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.599\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.401\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.599\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.401\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.605\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.395\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.612\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.388\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.619\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.381\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.619\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.381\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.635\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.365\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.635\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.365\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.395\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.605\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.395\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.605\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.395\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.605\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.395\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.605\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.411\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.589\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.645\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.355\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.709\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.291\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.662\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.338\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.622\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.378\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.381\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.619\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.579\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.421\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.602\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.398\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.649\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.351\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.649\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.351\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.649\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.351\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.405\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.405\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.595\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.585\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.415\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.609\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.391\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.605\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.395\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.609\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.391\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.589\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.411\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.602\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.398\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.602\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.398\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.602\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.398\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.595\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.405\n",
      "total error:  0.2842809364548495 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.644\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.356\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.650\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.350\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.561\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.439\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.550\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.450\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.544\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.456\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.573\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.427\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.573\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.427\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.617\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.383\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.617\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.383\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.616\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.384\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.616\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.384\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.616\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.384\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.611\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.389\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.611\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.389\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.609\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.391\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.625\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.375\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.596\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.404\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.596\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.404\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.601\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.399\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.601\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.399\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.601\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.399\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.450\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.550\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.450\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.550\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.537\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.463\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.537\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.463\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.537\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.463\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.559\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.441\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.559\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.441\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.598\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.402\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.598\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.402\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.598\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.402\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.579\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.421\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.579\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.421\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.579\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.421\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.562\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.438\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.562\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.438\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.546\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.454\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.528\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.472\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.565\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.435\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.565\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.435\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.579\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.421\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.579\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.421\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.564\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.436\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.564\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.436\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.614\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.386\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.651\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.349\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.583\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.417\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.437\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.563\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.428\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.572\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.428\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.572\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.428\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.572\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.428\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.572\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.428\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.572\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.439\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.561\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.572\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.428\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.572\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.428\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.572\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.428\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.570\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.430\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.570\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.430\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.570\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.430\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.544\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.456\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.560\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.440\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.540\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.460\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.506\n",
      "total error:  0.2842809364548495 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.568\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.432\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.568\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.432\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.640\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.360\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.603\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.397\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.437\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.563\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.429\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.571\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.411\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.589\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.546\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.454\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.562\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.438\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.426\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.574\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.414\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.586\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.427\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.573\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.421\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.579\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.408\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.592\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.562\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.438\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.562\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.438\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.592\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.408\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.439\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.561\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.439\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.561\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.564\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.436\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.564\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.436\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.597\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.403\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.597\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.403\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.569\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.431\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.549\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.451\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.549\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.451\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.429\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.571\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.409\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.591\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.409\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.591\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.409\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.591\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.543\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.567\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.433\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.567\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.433\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.560\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.440\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.560\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.440\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.560\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.440\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.423\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.577\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.423\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.577\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.423\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.577\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.514\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.486\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.514\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.486\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.514\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.486\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.514\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.486\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.435\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.565\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.436\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.564\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.549\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.451\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.549\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.451\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.556\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.444\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.556\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.444\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.531\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.469\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.389\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.611\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.384\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.616\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.384\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.616\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.384\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.616\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.384\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.616\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.382\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.618\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.371\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.629\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.406\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.594\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.593\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.448\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.552\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.436\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.564\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.407\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.593\n",
      "total error:  0.24749163879598662 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.463\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.537\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.463\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.537\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.449\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.551\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.437\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.563\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.435\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.565\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.563\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.437\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.563\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.437\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.563\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.437\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.450\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.550\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.450\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.550\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.450\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.550\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.440\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.560\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.440\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.560\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.439\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.561\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.439\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.561\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.440\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.560\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.440\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.560\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.440\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.560\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.463\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.537\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.463\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.537\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.473\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.527\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.473\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.527\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.473\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.527\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.473\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.527\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.427\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.573\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.427\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.573\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.427\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.573\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.451\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.549\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.451\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.549\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.451\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.549\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.427\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.573\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.427\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.573\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.427\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.573\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.539\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.461\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.539\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.461\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.400\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.600\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.397\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.603\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.397\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.603\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.397\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.603\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.397\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.603\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.397\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.603\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.386\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.614\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.435\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.565\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.459\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.541\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.553\n",
      "total error:  0.24749163879598662 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.427\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.573\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.537\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.463\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.528\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.472\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.415\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.585\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.415\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.585\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.415\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.585\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.569\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.431\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.569\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.431\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.569\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.431\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.529\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.431\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.569\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.540\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.460\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.540\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.460\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.442\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.558\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.442\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.558\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.544\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.456\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.544\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.456\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.563\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.437\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.563\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.437\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.559\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.441\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.559\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.441\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.434\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.566\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.434\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.566\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.434\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.566\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.434\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.566\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.540\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.460\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.540\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.460\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.540\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.460\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.528\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.472\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.528\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.472\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.528\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.472\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.425\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.575\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.402\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.598\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.402\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.598\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.402\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.598\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.410\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.590\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.410\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.590\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.410\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.590\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.572\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.428\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.572\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.428\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.572\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.428\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.436\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.564\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.436\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.564\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.436\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.564\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.547\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.453\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.547\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.453\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.547\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.453\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.558\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.442\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.558\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.442\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.544\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.456\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.554\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.446\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.541\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.459\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.412\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.588\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.412\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.588\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.412\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.588\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.547\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.453\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.547\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.453\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.570\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.430\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.570\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.430\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.432\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.568\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.432\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.568\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.432\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.568\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.432\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.568\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.554\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.446\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.434\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.566\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.544\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.456\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.539\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.461\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.547\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.453\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.550\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.450\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.531\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.469\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.540\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.460\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.474\n",
      "total error:  0.25418060200668896 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.553\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.447\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.531\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.469\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.451\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.549\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.448\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.552\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.560\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.440\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.560\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.440\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.593\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.407\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.565\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.435\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.565\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.435\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.557\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.443\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.589\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.411\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.589\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.411\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.569\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.431\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.558\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.442\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.558\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.442\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.476\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.480\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.520\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.480\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.520\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.459\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.541\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.459\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.541\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.565\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.435\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.565\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.435\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.576\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.424\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.576\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.424\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.576\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.424\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.507\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.493\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.480\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.520\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.560\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.440\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.560\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.440\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.552\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.448\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.480\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.520\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.528\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.472\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.473\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.527\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.473\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.527\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.538\n",
      "total error:  0.2408026755852843 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.531\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.469\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.451\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.549\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.507\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.493\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.507\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.493\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.507\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.493\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.564\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.436\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.564\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.436\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.459\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.541\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.459\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.541\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.459\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.541\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.531\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.469\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.531\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.469\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.424\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.576\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.539\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.461\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.539\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.461\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.480\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.520\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.526\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.474\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.543\n",
      "total error:  0.2408026755852843 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.442\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.558\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.457\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.543\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.454\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.546\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.473\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.527\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.528\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.472\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.528\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.472\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.577\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.423\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.577\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.423\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.558\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.442\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.539\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.461\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.539\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.461\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.529\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.502\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.498\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.459\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.541\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.459\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.541\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.514\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.486\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.514\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.486\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.550\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.450\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.550\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.450\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.563\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.437\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.563\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.437\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.563\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.437\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.536\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.464\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.544\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.456\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.544\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.456\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.540\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.460\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.523\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.477\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.507\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.493\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.480\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.520\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.480\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.520\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.535\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.465\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.542\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.458\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.558\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.442\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.558\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.442\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.564\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.436\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.564\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.436\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.490\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.510\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.504\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.496\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.480\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.520\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.493\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.507\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.529\n",
      "total error:  0.22073578595317725 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.482\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.518\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.468\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.532\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.470\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.530\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.433\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.567\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.433\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.567\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.433\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.567\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.442\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.558\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.442\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.558\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.442\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.558\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.460\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.540\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.507\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.493\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.507\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.493\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.450\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.550\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.450\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.550\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.476\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.524\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.446\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.554\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.479\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.521\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.445\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.555\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.497\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.503\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.543\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.457\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.533\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.467\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.510\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.490\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.538\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.462\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.545\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.455\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.473\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.527\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.507\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.493\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.464\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.536\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.477\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.523\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.525\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.475\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.511\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.489\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.522\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.478\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.498\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.502\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.512\n",
      "total error:  0.24749163879598662 \n",
      "\n",
      "split : dim 0, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 0, thresh 0.90, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 0, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.00, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.10, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.10, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.20, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.30, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.30, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.40, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.40, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.50, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.60, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.70, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.70, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.80, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 1.90, thresh ineqal: lessthan, the weight error is 0.441\n",
      "split : dim 0, thresh 1.90, thresh ineqal: morethan, the weight error is 0.559\n",
      "split : dim 0, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 0, thresh 2.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 1, thresh 0.20, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 1, thresh 0.20, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 1, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 1.00, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 1.80, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 2.60, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 2.60, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 3.40, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 3.40, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 4.20, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 5.00, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 5.80, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 5.80, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 6.60, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 6.60, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 7.40, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 7.40, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 8.20, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 1, thresh 8.20, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 1, thresh 9.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 1, thresh 9.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 2, thresh -4.08, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 2, thresh -4.08, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 2, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 0.00, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 4.08, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 4.08, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 8.16, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 8.16, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 12.24, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 12.24, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 16.32, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 16.32, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 20.40, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 20.40, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 24.48, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 24.48, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 28.56, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 28.56, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 32.64, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 2, thresh 32.64, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 2, thresh 36.72, thresh ineqal: lessthan, the weight error is 0.486\n",
      "split : dim 2, thresh 36.72, thresh ineqal: morethan, the weight error is 0.514\n",
      "split : dim 2, thresh 40.80, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 2, thresh 40.80, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 3, thresh -18.40, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 3, thresh -18.40, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 3, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 3, thresh 0.00, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 3, thresh 18.40, thresh ineqal: lessthan, the weight error is 0.521\n",
      "split : dim 3, thresh 18.40, thresh ineqal: morethan, the weight error is 0.479\n",
      "split : dim 3, thresh 36.80, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 3, thresh 36.80, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 3, thresh 55.20, thresh ineqal: lessthan, the weight error is 0.519\n",
      "split : dim 3, thresh 55.20, thresh ineqal: morethan, the weight error is 0.481\n",
      "split : dim 3, thresh 73.60, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 3, thresh 73.60, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 3, thresh 92.00, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 3, thresh 92.00, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 3, thresh 110.40, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 3, thresh 110.40, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 3, thresh 128.80, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 3, thresh 128.80, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 3, thresh 147.20, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 3, thresh 147.20, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 3, thresh 165.60, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 3, thresh 165.60, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 3, thresh 184.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 3, thresh 184.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 4, thresh -9.60, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 4, thresh -9.60, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 4, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.505\n",
      "split : dim 4, thresh 0.00, thresh ineqal: morethan, the weight error is 0.495\n",
      "split : dim 4, thresh 9.60, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 4, thresh 9.60, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 4, thresh 19.20, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 4, thresh 19.20, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 4, thresh 28.80, thresh ineqal: lessthan, the weight error is 0.438\n",
      "split : dim 4, thresh 28.80, thresh ineqal: morethan, the weight error is 0.562\n",
      "split : dim 4, thresh 38.40, thresh ineqal: lessthan, the weight error is 0.449\n",
      "split : dim 4, thresh 38.40, thresh ineqal: morethan, the weight error is 0.551\n",
      "split : dim 4, thresh 48.00, thresh ineqal: lessthan, the weight error is 0.444\n",
      "split : dim 4, thresh 48.00, thresh ineqal: morethan, the weight error is 0.556\n",
      "split : dim 4, thresh 57.60, thresh ineqal: lessthan, the weight error is 0.440\n",
      "split : dim 4, thresh 57.60, thresh ineqal: morethan, the weight error is 0.560\n",
      "split : dim 4, thresh 67.20, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 4, thresh 67.20, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 4, thresh 76.80, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 4, thresh 76.80, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 4, thresh 86.40, thresh ineqal: lessthan, the weight error is 0.447\n",
      "split : dim 4, thresh 86.40, thresh ineqal: morethan, the weight error is 0.553\n",
      "split : dim 4, thresh 96.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 4, thresh 96.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 5, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 5, thresh -0.40, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 5, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 5, thresh 0.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 5, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 5, thresh 0.40, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 5, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 5, thresh 0.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 5, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 5, thresh 1.20, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 5, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 5, thresh 1.60, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 5, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 5, thresh 2.00, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 5, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 5, thresh 2.40, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 5, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 5, thresh 2.80, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 5, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 5, thresh 3.20, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 5, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 5, thresh 3.60, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 5, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 5, thresh 4.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 6, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 6, thresh -0.40, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 6, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 6, thresh 0.00, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 6, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 6, thresh 0.40, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 6, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 6, thresh 0.80, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 6, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 6, thresh 1.20, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 6, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 6, thresh 1.60, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 6, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 6, thresh 2.00, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 6, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 6, thresh 2.40, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 6, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 6, thresh 2.80, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 6, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 6, thresh 3.20, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 6, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.467\n",
      "split : dim 6, thresh 3.60, thresh ineqal: morethan, the weight error is 0.533\n",
      "split : dim 6, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 6, thresh 4.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 7, thresh -0.60, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 7, thresh -0.60, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 7, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 7, thresh 0.00, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 7, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.512\n",
      "split : dim 7, thresh 0.60, thresh ineqal: morethan, the weight error is 0.488\n",
      "split : dim 7, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 7, thresh 1.20, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 7, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 7, thresh 1.80, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 7, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.517\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "split : dim 7, thresh 2.40, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 7, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 7, thresh 3.00, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 7, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 7, thresh 3.60, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 7, thresh 4.20, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 7, thresh 4.20, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 7, thresh 4.80, thresh ineqal: lessthan, the weight error is 0.494\n",
      "split : dim 7, thresh 4.80, thresh ineqal: morethan, the weight error is 0.506\n",
      "split : dim 7, thresh 5.40, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 7, thresh 5.40, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 7, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 7, thresh 6.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 8, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 8, thresh -0.30, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 8, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 8, thresh 0.00, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 8, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 8, thresh 0.30, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 8, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 8, thresh 0.60, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 8, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 8, thresh 0.90, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 8, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 8, thresh 1.20, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 8, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 8, thresh 1.50, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 8, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 8, thresh 1.80, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 8, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 8, thresh 2.10, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 8, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 8, thresh 2.40, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 8, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 8, thresh 2.70, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 8, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 8, thresh 3.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 9, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 9, thresh -0.50, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 9, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 9, thresh 0.00, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 9, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 9, thresh 0.50, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 9, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 9, thresh 1.00, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 9, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.513\n",
      "split : dim 9, thresh 1.50, thresh ineqal: morethan, the weight error is 0.487\n",
      "split : dim 9, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 9, thresh 2.00, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 9, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 9, thresh 2.50, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 9, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 9, thresh 3.00, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 9, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.471\n",
      "split : dim 9, thresh 3.50, thresh ineqal: morethan, the weight error is 0.529\n",
      "split : dim 9, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 9, thresh 4.00, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 9, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.443\n",
      "split : dim 9, thresh 4.50, thresh ineqal: morethan, the weight error is 0.557\n",
      "split : dim 9, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 9, thresh 5.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 10, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 10, thresh -0.40, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 10, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.00, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.40, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.500\n",
      "split : dim 10, thresh 0.80, thresh ineqal: morethan, the weight error is 0.500\n",
      "split : dim 10, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 10, thresh 1.20, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 10, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.518\n",
      "split : dim 10, thresh 1.60, thresh ineqal: morethan, the weight error is 0.482\n",
      "split : dim 10, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 10, thresh 2.00, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 10, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 10, thresh 2.40, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 10, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.516\n",
      "split : dim 10, thresh 2.80, thresh ineqal: morethan, the weight error is 0.484\n",
      "split : dim 10, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 10, thresh 3.20, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 10, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 10, thresh 3.60, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 10, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 10, thresh 4.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 11, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 11, thresh -0.40, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 11, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 11, thresh 0.00, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 11, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 11, thresh 0.40, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 11, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 11, thresh 0.80, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 11, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.546\n",
      "split : dim 11, thresh 1.20, thresh ineqal: morethan, the weight error is 0.454\n",
      "split : dim 11, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.546\n",
      "split : dim 11, thresh 1.60, thresh ineqal: morethan, the weight error is 0.454\n",
      "split : dim 11, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 11, thresh 2.00, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 11, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 11, thresh 2.40, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 11, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.551\n",
      "split : dim 11, thresh 2.80, thresh ineqal: morethan, the weight error is 0.449\n",
      "split : dim 11, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 11, thresh 3.20, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 11, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.465\n",
      "split : dim 11, thresh 3.60, thresh ineqal: morethan, the weight error is 0.535\n",
      "split : dim 11, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 11, thresh 4.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 12, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 12, thresh -0.30, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 12, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 12, thresh 0.00, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 12, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 12, thresh 0.30, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 12, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 12, thresh 0.60, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 12, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.530\n",
      "split : dim 12, thresh 0.90, thresh ineqal: morethan, the weight error is 0.470\n",
      "split : dim 12, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 12, thresh 1.20, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 12, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 12, thresh 1.50, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 12, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 12, thresh 1.80, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 12, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 12, thresh 2.10, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 12, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 12, thresh 2.40, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 12, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 12, thresh 2.70, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 12, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 12, thresh 3.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 13, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 13, thresh -0.30, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 13, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 13, thresh 0.00, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 13, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 13, thresh 0.30, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 13, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 13, thresh 0.60, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 13, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 13, thresh 0.90, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 13, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 13, thresh 1.20, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 13, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 13, thresh 1.50, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 13, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.524\n",
      "split : dim 13, thresh 1.80, thresh ineqal: morethan, the weight error is 0.476\n",
      "split : dim 13, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 13, thresh 2.10, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 13, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 13, thresh 2.40, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 13, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.501\n",
      "split : dim 13, thresh 2.70, thresh ineqal: morethan, the weight error is 0.499\n",
      "split : dim 13, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 13, thresh 3.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 14, thresh -0.75, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 14, thresh -0.75, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 14, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 14, thresh 0.00, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 14, thresh 0.75, thresh ineqal: lessthan, the weight error is 0.534\n",
      "split : dim 14, thresh 0.75, thresh ineqal: morethan, the weight error is 0.466\n",
      "split : dim 14, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.527\n",
      "split : dim 14, thresh 1.50, thresh ineqal: morethan, the weight error is 0.473\n",
      "split : dim 14, thresh 2.25, thresh ineqal: lessthan, the weight error is 0.508\n",
      "split : dim 14, thresh 2.25, thresh ineqal: morethan, the weight error is 0.492\n",
      "split : dim 14, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.515\n",
      "split : dim 14, thresh 3.00, thresh ineqal: morethan, the weight error is 0.485\n",
      "split : dim 14, thresh 3.75, thresh ineqal: lessthan, the weight error is 0.506\n",
      "split : dim 14, thresh 3.75, thresh ineqal: morethan, the weight error is 0.494\n",
      "split : dim 14, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 14, thresh 4.50, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 14, thresh 5.25, thresh ineqal: lessthan, the weight error is 0.487\n",
      "split : dim 14, thresh 5.25, thresh ineqal: morethan, the weight error is 0.513\n",
      "split : dim 14, thresh 6.00, thresh ineqal: lessthan, the weight error is 0.478\n",
      "split : dim 14, thresh 6.00, thresh ineqal: morethan, the weight error is 0.522\n",
      "split : dim 14, thresh 6.75, thresh ineqal: lessthan, the weight error is 0.481\n",
      "split : dim 14, thresh 6.75, thresh ineqal: morethan, the weight error is 0.519\n",
      "split : dim 14, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 14, thresh 7.50, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 15, thresh -0.40, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 15, thresh -0.40, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 15, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 15, thresh 0.00, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 15, thresh 0.40, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 15, thresh 0.40, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 15, thresh 0.80, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 15, thresh 0.80, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 15, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 15, thresh 1.20, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 15, thresh 1.60, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 15, thresh 1.60, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 15, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 15, thresh 2.00, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 15, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 15, thresh 2.40, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 15, thresh 2.80, thresh ineqal: lessthan, the weight error is 0.469\n",
      "split : dim 15, thresh 2.80, thresh ineqal: morethan, the weight error is 0.531\n",
      "split : dim 15, thresh 3.20, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 15, thresh 3.20, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 15, thresh 3.60, thresh ineqal: lessthan, the weight error is 0.485\n",
      "split : dim 15, thresh 3.60, thresh ineqal: morethan, the weight error is 0.515\n",
      "split : dim 15, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 15, thresh 4.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 16, thresh -0.50, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 16, thresh -0.50, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 16, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 16, thresh 0.00, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 16, thresh 0.50, thresh ineqal: lessthan, the weight error is 0.529\n",
      "split : dim 16, thresh 0.50, thresh ineqal: morethan, the weight error is 0.471\n",
      "split : dim 16, thresh 1.00, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 16, thresh 1.00, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 16, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.532\n",
      "split : dim 16, thresh 1.50, thresh ineqal: morethan, the weight error is 0.468\n",
      "split : dim 16, thresh 2.00, thresh ineqal: lessthan, the weight error is 0.550\n",
      "split : dim 16, thresh 2.00, thresh ineqal: morethan, the weight error is 0.450\n",
      "split : dim 16, thresh 2.50, thresh ineqal: lessthan, the weight error is 0.550\n",
      "split : dim 16, thresh 2.50, thresh ineqal: morethan, the weight error is 0.450\n",
      "split : dim 16, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.554\n",
      "split : dim 16, thresh 3.00, thresh ineqal: morethan, the weight error is 0.446\n",
      "split : dim 16, thresh 3.50, thresh ineqal: lessthan, the weight error is 0.554\n",
      "split : dim 16, thresh 3.50, thresh ineqal: morethan, the weight error is 0.446\n",
      "split : dim 16, thresh 4.00, thresh ineqal: lessthan, the weight error is 0.537\n",
      "split : dim 16, thresh 4.00, thresh ineqal: morethan, the weight error is 0.463\n",
      "split : dim 16, thresh 4.50, thresh ineqal: lessthan, the weight error is 0.537\n",
      "split : dim 16, thresh 4.50, thresh ineqal: morethan, the weight error is 0.463\n",
      "split : dim 16, thresh 5.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 16, thresh 5.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 17, thresh -7.50, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 17, thresh -7.50, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 17, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 17, thresh 0.00, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 17, thresh 7.50, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 17, thresh 7.50, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 17, thresh 15.00, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 17, thresh 15.00, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 17, thresh 22.50, thresh ineqal: lessthan, the weight error is 0.496\n",
      "split : dim 17, thresh 22.50, thresh ineqal: morethan, the weight error is 0.504\n",
      "split : dim 17, thresh 30.00, thresh ineqal: lessthan, the weight error is 0.509\n",
      "split : dim 17, thresh 30.00, thresh ineqal: morethan, the weight error is 0.491\n",
      "split : dim 17, thresh 37.50, thresh ineqal: lessthan, the weight error is 0.484\n",
      "split : dim 17, thresh 37.50, thresh ineqal: morethan, the weight error is 0.516\n",
      "split : dim 17, thresh 45.00, thresh ineqal: lessthan, the weight error is 0.489\n",
      "split : dim 17, thresh 45.00, thresh ineqal: morethan, the weight error is 0.511\n",
      "split : dim 17, thresh 52.50, thresh ineqal: lessthan, the weight error is 0.491\n",
      "split : dim 17, thresh 52.50, thresh ineqal: morethan, the weight error is 0.509\n",
      "split : dim 17, thresh 60.00, thresh ineqal: lessthan, the weight error is 0.483\n",
      "split : dim 17, thresh 60.00, thresh ineqal: morethan, the weight error is 0.517\n",
      "split : dim 17, thresh 67.50, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 17, thresh 67.50, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 17, thresh 75.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 17, thresh 75.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 18, thresh -8.90, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 18, thresh -8.90, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 18, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.499\n",
      "split : dim 18, thresh 0.00, thresh ineqal: morethan, the weight error is 0.501\n",
      "split : dim 18, thresh 8.90, thresh ineqal: lessthan, the weight error is 0.453\n",
      "split : dim 18, thresh 8.90, thresh ineqal: morethan, the weight error is 0.547\n",
      "split : dim 18, thresh 17.80, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 18, thresh 17.80, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 18, thresh 26.70, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 18, thresh 26.70, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 18, thresh 35.60, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 18, thresh 35.60, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 18, thresh 44.50, thresh ineqal: lessthan, the weight error is 0.456\n",
      "split : dim 18, thresh 44.50, thresh ineqal: morethan, the weight error is 0.544\n",
      "split : dim 18, thresh 53.40, thresh ineqal: lessthan, the weight error is 0.455\n",
      "split : dim 18, thresh 53.40, thresh ineqal: morethan, the weight error is 0.545\n",
      "split : dim 18, thresh 62.30, thresh ineqal: lessthan, the weight error is 0.458\n",
      "split : dim 18, thresh 62.30, thresh ineqal: morethan, the weight error is 0.542\n",
      "split : dim 18, thresh 71.20, thresh ineqal: lessthan, the weight error is 0.474\n",
      "split : dim 18, thresh 71.20, thresh ineqal: morethan, the weight error is 0.526\n",
      "split : dim 18, thresh 80.10, thresh ineqal: lessthan, the weight error is 0.472\n",
      "split : dim 18, thresh 80.10, thresh ineqal: morethan, the weight error is 0.528\n",
      "split : dim 18, thresh 89.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 18, thresh 89.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 19, thresh -0.30, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 19, thresh -0.30, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 19, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 19, thresh 0.00, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 19, thresh 0.30, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 19, thresh 0.30, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 19, thresh 0.60, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 19, thresh 0.60, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 19, thresh 0.90, thresh ineqal: lessthan, the weight error is 0.503\n",
      "split : dim 19, thresh 0.90, thresh ineqal: morethan, the weight error is 0.497\n",
      "split : dim 19, thresh 1.20, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 19, thresh 1.20, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 19, thresh 1.50, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 19, thresh 1.50, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 19, thresh 1.80, thresh ineqal: lessthan, the weight error is 0.520\n",
      "split : dim 19, thresh 1.80, thresh ineqal: morethan, the weight error is 0.480\n",
      "split : dim 19, thresh 2.10, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 19, thresh 2.10, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 19, thresh 2.40, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 19, thresh 2.40, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 19, thresh 2.70, thresh ineqal: lessthan, the weight error is 0.492\n",
      "split : dim 19, thresh 2.70, thresh ineqal: morethan, the weight error is 0.508\n",
      "split : dim 19, thresh 3.00, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 19, thresh 3.00, thresh ineqal: morethan, the weight error is 0.548\n",
      "split : dim 20, thresh -1.01, thresh ineqal: lessthan, the weight error is 0.548\n",
      "split : dim 20, thresh -1.01, thresh ineqal: morethan, the weight error is 0.452\n",
      "split : dim 20, thresh 0.00, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 20, thresh 0.00, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 20, thresh 1.01, thresh ineqal: lessthan, the weight error is 0.517\n",
      "split : dim 20, thresh 1.01, thresh ineqal: morethan, the weight error is 0.483\n",
      "split : dim 20, thresh 2.02, thresh ineqal: lessthan, the weight error is 0.488\n",
      "split : dim 20, thresh 2.02, thresh ineqal: morethan, the weight error is 0.512\n",
      "split : dim 20, thresh 3.03, thresh ineqal: lessthan, the weight error is 0.495\n",
      "split : dim 20, thresh 3.03, thresh ineqal: morethan, the weight error is 0.505\n",
      "split : dim 20, thresh 4.04, thresh ineqal: lessthan, the weight error is 0.475\n",
      "split : dim 20, thresh 4.04, thresh ineqal: morethan, the weight error is 0.525\n",
      "split : dim 20, thresh 5.05, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 20, thresh 5.05, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 20, thresh 6.06, thresh ineqal: lessthan, the weight error is 0.461\n",
      "split : dim 20, thresh 6.06, thresh ineqal: morethan, the weight error is 0.539\n",
      "split : dim 20, thresh 7.07, thresh ineqal: lessthan, the weight error is 0.466\n",
      "split : dim 20, thresh 7.07, thresh ineqal: morethan, the weight error is 0.534\n",
      "split : dim 20, thresh 8.08, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 20, thresh 8.08, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 20, thresh 9.09, thresh ineqal: lessthan, the weight error is 0.462\n",
      "split : dim 20, thresh 9.09, thresh ineqal: morethan, the weight error is 0.538\n",
      "split : dim 20, thresh 10.10, thresh ineqal: lessthan, the weight error is 0.452\n",
      "split : dim 20, thresh 10.10, thresh ineqal: morethan, the weight error is 0.548\n",
      "total error:  0.23076923076923078 \n",
      "\n",
      "weakClassArr [{'dim': 9, 'thresh': 3.0, 'ineq': 'morethan', 'alpha': 0.4616623792657674}, {'dim': 17, 'thresh': 52.5, 'ineq': 'morethan', 'alpha': 0.31248245042467104}, {'dim': 3, 'thresh': 55.199999999999996, 'ineq': 'morethan', 'alpha': 0.2868097320169577}, {'dim': 18, 'thresh': 62.300000000000004, 'ineq': 'lessthan', 'alpha': 0.23297004638939506}, {'dim': 10, 'thresh': 0.0, 'ineq': 'lessthan', 'alpha': 0.19803846151213741}, {'dim': 5, 'thresh': 2.0, 'ineq': 'morethan', 'alpha': 0.18847887349020634}, {'dim': 12, 'thresh': 1.2, 'ineq': 'lessthan', 'alpha': 0.15227368997476778}, {'dim': 7, 'thresh': 1.2, 'ineq': 'morethan', 'alpha': 0.15510870821690512}, {'dim': 5, 'thresh': 0.0, 'ineq': 'lessthan', 'alpha': 0.13536197353359405}, {'dim': 4, 'thresh': 28.799999999999997, 'ineq': 'lessthan', 'alpha': 0.12521587326132078}]\n"
     ]
    },
    {
     "ename": "NameError",
     "evalue": "name 'adaClassify' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-5-c24a62da22a2>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m     17\u001b[0m \u001b[1;31m#加载测试集\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     18\u001b[0m \u001b[0mtestArr\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtestLabelArr\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mloadDataSet\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'F://MachineLearingInActionSourceCode//Ch07//horseColicTraining2.txt'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 19\u001b[1;33m \u001b[0mprediction10\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0madaClassify\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtestArr\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mclassifierArray\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;31m#将分类器用于分类测试集中\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m: name 'adaClassify' is not defined"
     ]
    }
   ],
   "source": [
    "def loadDataSet(fileName): #加载数据\n",
    "    numFeat = len(open(fileName).readline().split('\\t'))\n",
    "    dataMat = []\n",
    "    labelMat = []\n",
    "    fr = open(fileName)\n",
    "    for line in fr.readlines():\n",
    "        lineArr = []\n",
    "        curLine = line.strip().split('\\t')\n",
    "        for i in range(numFeat - 1):\n",
    "            lineArr.append(float(curLine[i]))\n",
    "        dataMat.append(lineArr)\n",
    "        labelMat.append(float(curLine[-1]))\n",
    "    return dataMat, labelMat\n",
    "#加载训练集\n",
    "datArr, labelArr = loadDataSet('F://MachineLearingInActionSourceCode//Ch07//horseColicTraining2.txt')\n",
    "classifierArray = adaBoostTrainDS(datArr, labelArr, 10)#训练分类器\n",
    "#加载测试集\n",
    "testArr, testLabelArr = loadDataSet('F://MachineLearingInActionSourceCode//Ch07//horseColicTraining2.txt')\n",
    "prediction10 = adaClassify(testArr, classifierArray)#将分类器用于分类测试集中"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
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